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143
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ICML
2001
IEEE
16 years 5 months ago
2001
IEEE
Data noise is present in many machine learning problems domains, some of these are well studied but others have received less attention. In this paper we propose an algorithm for ...
CHI
2010
ACM
15 years 11 months ago
2010
ACM
We present Apatite, a new tool that aids users in learning and understanding a complex API by visualizing the common associations between its various components. Current object-or...
123
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CNSR
2008
IEEE
15 years 10 months ago
2008
IEEE
Network administration is a task that requires experience in relating symptoms of network problems with possible causes and corrective actions. We describe the design of a system ...
125
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COLT
2005
Springer
15 years 10 months ago
2005
Springer
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivatedâ€...
125
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WIA
2004
Springer
15 years 9 months ago
2004
Springer
d abstract) Gaoyan Xie, Cheng Li, and Zhe Dang  School of Electrical Engineering and Computer Science Washington State University Pullman, WA 99164, USA Abstract. In this paper, ...